Attention-Based Models for Speech Recognition

24 June 2015

Papers citing "Attention-Based Models for Speech Recognition"

45 / 395 papers shown

Title
Reformulating Level Sets as Deep Recurrent Neural Network Approach to Semantic Segmentation Ngan Le Kha Gia Quach Khoa Luu Marios Savvides Chenchen Zhu 24 71 0 12 Apr 2017
Online and Linear-Time Attention by Enforcing Monotonic Alignments Colin Raffel Minh-Thang Luong Peter J. Liu Ron J. Weiss Douglas Eck 32 255 0 03 Apr 2017
Sequence-to-Sequence Models Can Directly Translate Foreign Speech Ron J. Weiss J. Chorowski Navdeep Jaitly Yonghui Wu Z. Chen 28 341 0 24 Mar 2017
Attention and Localization based on a Deep Convolutional Recurrent Model for Weakly Supervised Audio Tagging Yong-mei Xu Qiuqiang Kong Qiang Huang Wenwu Wang Mark D. Plumbley 23 67 0 17 Mar 2017
Sharp Minima Can Generalize For Deep Nets Laurent Dinh Razvan Pascanu Samy Bengio Yoshua Bengio ODL 46 757 0 15 Mar 2017
Multichannel End-to-end Speech Recognition Tsubasa Ochiai Shinji Watanabe Takaaki Hori J. Hershey 19 92 0 14 Mar 2017
On the Origin of Deep Learning Haohan Wang Bhiksha Raj MedIm 3DV VLM 48 223 0 24 Feb 2017
Sequence Modeling via Segmentations Chong-Jun Wang Yining Wang Po-Sen Huang Abdel-rahman Mohamed Dengyong Zhou Li Deng 21 44 0 24 Feb 2017
Attentional Network for Visual Object Detection Kota Hara Ming Liu Oncel Tuzel Amir-massoud Farahmand ObjD 33 28 0 06 Feb 2017
Attention-Based Multimodal Fusion for Video Description Chiori Hori Takaaki Hori Teng-Yok Lee Kazuhiro Sumi J. Hershey Tim K. Marks 41 359 0 11 Jan 2017
Towards End-to-End Speech Recognition with Deep Convolutional Neural Networks Wenjie Qu Mohammad Pezeshki Philemon Brakel Saizheng Zhang Yoshua Bengio Aaron Courville 27 366 0 10 Jan 2017
Towards better decoding and language model integration in sequence to sequence models J. Chorowski Navdeep Jaitly 17 368 0 08 Dec 2016
Listen and Translate: A Proof of Concept for End-to-End Speech-to-Text Translation Alexandre Berard Olivier Pietquin Christophe Servan Laurent Besacier 43 314 0 06 Dec 2016
Areas of Attention for Image Captioning M. Pedersoli Thomas Lucas Cordelia Schmid Jakob Verbeek 33 205 0 03 Dec 2016
Predicting Human Eye Fixations via an LSTM-based Saliency Attentive Model Marcella Cornia Lorenzo Baraldi G. Serra Rita Cucchiara 37 548 0 29 Nov 2016
An Overview on Data Representation Learning: From Traditional Feature Learning to Recent Deep Learning G. Zhong Lina Wang Junyu Dong AI4TS 36 180 0 25 Nov 2016
Lip Reading Sentences in the Wild Joon Son Chung A. Senior Oriol Vinyals Andrew Zisserman 185 784 0 16 Nov 2016
Discriminative Acoustic Word Embeddings: Recurrent Neural Network-Based Approaches Shane Settle Karen Livescu 22 87 0 08 Nov 2016
Professor Forcing: A New Algorithm for Training Recurrent Networks Alex Lamb Anirudh Goyal Ying Zhang Saizheng Zhang Aaron Courville Yoshua Bengio GAN 66 588 0 27 Oct 2016
Joint CTC-Attention based End-to-End Speech Recognition using Multi-task Learning Suyoun Kim Takaaki Hori Shinji Watanabe 30 914 0 21 Sep 2016
Enhanced LSTM for Natural Language Inference Qian Chen Xiao-Dan Zhu Zhenhua Ling Si Wei Hui Jiang Diana Inkpen LRM ReLM 41 1,126 0 20 Sep 2016
Reward Augmented Maximum Likelihood for Neural Structured Prediction Mohammad Norouzi Samy Bengio Z. Chen Navdeep Jaitly M. Schuster Yonghui Wu Dale Schuurmans 32 252 0 01 Sep 2016
RETAIN: An Interpretable Predictive Model for Healthcare using Reverse Time Attention Mechanism Edward Choi M. T. Bahadori Joshua A. Kulas A. Schuetz Walter F. Stewart Jimeng Sun AI4TS 39 1,230 0 19 Aug 2016
An Actor-Critic Algorithm for Sequence Prediction Dzmitry Bahdanau Philemon Brakel Kelvin Xu Anirudh Goyal Ryan J. Lowe Joelle Pineau Aaron Courville Yoshua Bengio 57 635 0 24 Jul 2016
Dynamic Neural Turing Machine with Soft and Hard Addressing Schemes Çağlar Gülçehre A. Chandar Kyunghyun Cho Yoshua Bengio 20 64 0 30 Jun 2016
Sequence-Level Knowledge Distillation Yoon Kim Alexander M. Rush 47 1,099 0 25 Jun 2016
A Correlational Encoder Decoder Architecture for Pivot Based Sequence Generation Amrita Saha Mitesh M. Khapra A. Chandar Janarthanan Rajendran Kyunghyun Cho 22 18 0 15 Jun 2016
Multiresolution Recurrent Neural Networks: An Application to Dialogue Response Generation Iulian Serban Tim Klinger Gerald Tesauro Kartik Talamadupula Bowen Zhou Yoshua Bengio Aaron Courville 16 190 0 02 Jun 2016
InterActive: Inter-Layer Activeness Propagation Lingxi Xie Liang Zheng Jingdong Wang Alan Yuille Qi Tian FAtt 33 45 0 30 Apr 2016
Scan, Attend and Read: End-to-End Handwritten Paragraph Recognition with MDLSTM Attention Théodore Bluche J. Louradour Ronaldo O. Messina VLM 24 170 0 12 Apr 2016
Neural Attention Models for Sequence Classification: Analysis and Application to Key Term Extraction and Dialogue Act Detection Sheng-syun Shen Hung-yi Lee 14 65 0 31 Mar 2016
Deep Learning in Bioinformatics Seonwoo Min Byunghan Lee Sungroh Yoon AI4CE 3DV 36 1,351 0 21 Mar 2016
Robust Scene Text Recognition with Automatic Rectification Baoguang Shi Xinggang Wang Pengyuan Lyu Cong Yao X. Bai 3DV 29 585 0 12 Mar 2016
Segmental Recurrent Neural Networks for End-to-end Speech Recognition Liang Lu Lingpeng Kong Chris Dyer Noah A. Smith Steve Renals 18 81 0 01 Mar 2016
DeepSpark: A Spark-Based Distributed Deep Learning Framework for Commodity Clusters Hanjoo Kim Jaehong Park Jaehee Jang Sungroh Yoon BDL 32 37 0 26 Feb 2016
Multi-Way, Multilingual Neural Machine Translation with a Shared Attention Mechanism Orhan Firat Kyunghyun Cho Yoshua Bengio LRM AIMat 234 624 0 06 Jan 2016
ABCNN: Attention-Based Convolutional Neural Network for Modeling Sentence Pairs Wenpeng Yin Hinrich Schütze Bing Xiang Bowen Zhou 39 939 0 16 Dec 2015
Task Loss Estimation for Sequence Prediction Dzmitry Bahdanau Dmitriy Serdyuk Philemon Brakel Nan Rosemary Ke J. Chorowski Aaron Courville Yoshua Bengio 27 33 0 19 Nov 2015
On End-to-End Program Generation from User Intention by Deep Neural Networks Lili Mou Rui Men Ge Li Lu Zhang Zhi Jin 29 46 0 25 Oct 2015
Reasoning about Entailment with Neural Attention Tim Rocktaschel Edward Grefenstette Karl Moritz Hermann Tomás Kociský Phil Blunsom NAI 14 760 0 22 Sep 2015
End-to-End Attention-based Large Vocabulary Speech Recognition Dzmitry Bahdanau J. Chorowski Dmitriy Serdyuk Philemon Brakel Yoshua Bengio 22 1,147 0 18 Aug 2015
Listen, Attend and Spell William Chan Navdeep Jaitly Quoc V. Le Oriol Vinyals RALM 86 2,251 0 05 Aug 2015
Describing Multimedia Content using Attention-based Encoder--Decoder Networks Kyunghyun Cho Aaron Courville Yoshua Bengio 32 411 0 04 Jul 2015
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks Shaoqing Ren Kaiming He Ross B. Girshick Jian Sun AIMat ObjD 132 61,577 0 04 Jun 2015
Improving neural networks by preventing co-adaptation of feature detectors Geoffrey E. Hinton Nitish Srivastava A. Krizhevsky Ilya Sutskever Ruslan Salakhutdinov VLM 266 7,638 0 03 Jul 2012